search_products
shallowio.github.yzlee/opcmenu · Verify this server
【何时用】用户用自然语言找**产品/作品**时，比如「有没有给独立开发者用的财务工具」「记笔记的极简 app」「Notion 替代品」。返回按相关度排序的产品卡片，含 slug / tagline / 所属主理人。 【只管产品】找「人」（能提供某种价值的主理人）用 search_people；搜需求用 search_needs。 【机制】关键词 + 向量（阿里云百炼 text-embedding-v3）双路并行召回后 RRF 融合，另有 LLM 查询扩展 / 精排，各步可自动降级。结果里的 mode 一般为 hybrid。 【常见 pitfall】问 "什么是独行录"、"如何注册" 这种 meta 问题不要用本工具，那是站点介绍不在数据里。
2 trials · measured 27 days ago
search_products scores 100.0/100 on Vouch's measured behaviour index, from 2 real invocation trials against io.github.yzlee/opcmenu, measured 11 Sept 2026 under methodology v0.2.0. Every measured component scored 100.
Component breakdown
| Component | Weight | Value |
|---|---|---|
| Reliability | 35% | not applicable |
| Schema integrity | 25% | 100.0 |
| Failure behaviour | 15% | not applicable |
| Latency | 15% | not applicable |
| Concurrency | 10% | not applicable |
Tool details
- Transport
- remote
- Credential class
- self-provisionable
- Input schema
- not declared
- Output schema
- not declared
- Side-effect classification
- read-only— Heuristically read-only-eligible (readonly-heuristic.ts) and sample-called by the Phase 0 census shallow probe.
Score history
| Day | Score | Tier | Methodology |
|---|---|---|---|
| 2026-09-11 | 100.0 | shallow | v0.2.0 |
Probe evidence
| Probe | Outcomes |
|---|---|
| schema_integrity | pass: 1 |
| sample_call | pass: 1 |
Raw request/response logs are not archived yet — the outcome counts above are drawn directly from every recorded trial.
Embed this score
Available for every tool, scored or not — not a verification perk. Always links back to this page.
[](https://vouch.tools/tools/b563b180-7c44-4eff-9cd4-9ddc6fe92ab7)